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Temporal Action Segmentation

Segment activities/actions temporally

Papers

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Showing 1–50 of 62 papers

TitleStatusHype
Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality AssessmentCode2
Temporal Action Segmentation: An Analysis of Modern TechniquesCode2
Hierarchical Vector Quantization for Unsupervised Action SegmentationCode1
Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action SegmentationCode1
ASQuery: A Query-based Model for Action SegmentationCode1
3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation ApproachCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Activity Grammars for Temporal Action SegmentationCode1
End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningCode1
How Much Temporal Long-Term Context is Needed for Action Segmentation?Code1
Diffusion Action SegmentationCode1
Streaming Video Temporal Action Segmentation In Real TimeCode1
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence TranslationCode1
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
Iterative Contrast-Classify For Semi-supervised Temporal Action SegmentationCode1
Efficient Two-Step Networks for Temporal Action SegmentationCode1
Temporal Action Segmentation from Timestamp SupervisionCode1
Refining Action Segmentation With Hierarchical Video RepresentationsCode1
Boundary-Aware Cascade Networks for Temporal Action SegmentationCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
MS-TCN++: Multi-Stage Temporal Convolutional Network for Action SegmentationCode1
SCT: Set Constrained Temporal Transformer for Set Supervised Action SegmentationCode1
M2R2: MulitModal Robotic Representation for Temporal Action Segmentation—0
Towards Generalizing Temporal Action Segmentation to Unseen Views—0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
Cost-Sensitive Learning for Long-Tailed Temporal Action SegmentationCode0
Condensing Action Segmentation Datasets via Generative Network Inversion—0
TimeLogic: A Temporal Logic Benchmark for Video QA—0
Understanding Multi-Task Activities from Single-Task Videos—0
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation—0
Video LLMs for Temporal Reasoning in Long Videos—0
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
ProMQA: Question Answering Dataset for Multimodal Procedural Activity UnderstandingCode0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks—0
Faster Diffusion Action Segmentation—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Snippet-Aware Transformer With Multiple Action Elements for Skeleton-Based Action SegmentationCode0
O-TALC: Steps Towards Combating Oversegmentation within Online Action Segmentation—0
A Multimodal Handover Failure Detection Dataset and BaselinesCode0
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action SegmentationCode0
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video PairsCode0
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships—0
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation—0
Enhancing Transformer Backbone for Egocentric Video Action Segmentation—0
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering—0
Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation—0
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action Segmentation—0
Distill and Collect for Semi-Supervised Temporal Action Segmentation—0
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